Sentence examples for methods including bootstrapping from inspiring English sources

The clinical prediction rule will be internally validated using various methods including bootstrapping.

The model is reported to have advantages over other methods, including bootstrapping and eBURST, for subdividing recombinogenic bacteria [51].

Methods that are available in the package include parsimony, distance matrix utilization and likelihood methods, including bootstrapping and consensus trees.

74 The reporting of ICER is presented using Bayesian methods, including bootstrapping and presented as cost-effectiveness acceptability curves.

88 The reporting of the ICER is presented using Bayesian methods, including bootstrapping and as cost-effectiveness acceptability curves.

We aimed to evaluate the improvement that is achieved by using ensemble-based methods, including bootstrap aggregation (bagging) of regression trees, random forests, and boosted regression trees.

These methods include bootstrap aggregated (bagged) regression trees, random forests, and boosted regression trees.

Common ensemble methods include bootstrap aggregation of predictions (bagging) and random forests, and several features characterize them, such as loss function, ensemble dispersions, and memory of baser learners (Hastie et al. 2009).

But major drawback of such methods which include bootstrapping and full permutations is prohibitively high cost of computation required for calculating the sample size.

As a consequence of this omission, the aim of this paper is to describe and compare four different methods, including the bootstrap for estimating sample size and power when the primary outcome is a HRQoL measure.

This Additional file gives details of data analysis, including bootstrapping, and the results of the bootstrap analyses.